Dr Iñaki Esnaola
School of Electrical and Electronic Engineering
Senior Lecturer
esnaola@sheffield.ac.uk
+44 114 222 5648
+44 114 222 5648
Amy Johnson Building
Full contact details
Dr Iñaki Esnaola
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
º¬Ð߲ݴ«Ã½
S1 3JD
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
º¬Ð߲ݴ«Ã½
S1 3JD
- Profile
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I received my MSc in Electrical Engineering from the University of Navarra, Spain in 2006 and a PhD in Electrical Engineering from the University of Delaware, Newark, DE in 2011. I am currently a Senior Lecturer in the Department of Automatic Control and Systems Engineering at º¬Ð߲ݴ«Ã½, and a Visiting Research Collaborator in the Department of Electrical Engineering at Princeton University, NJ.
In 2010-2011 I was a Research Intern at Bell Laboratories, Alcatel-Lucent, Holmdel, NJ, and in 2011-2013 I was a Postdoctoral Research Associate at Princeton University. My research interests include information theory and communication theory with an emphasis on the application to electricity grid problems.
- Research interests
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I am interested in understanding the role of information in monitoring, communication, and decision making systems. My research lies broadly in:
- Information theory and data science
- Machine learning and high-dimensional statistics
- Cybersecurity
- Detection and mitigation of data integrity attacks
- Privacy and confidentiality
- Information processes on cyberphysical systems
- Robust estimation with imperfect information
- Optimal sensor placement problems
- Publications
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Journal articles
- . IEEE Transactions on Information Theory, 1-1.
- . IEEE Transactions on Image Processing, 31, 4817-4827.
- . IEEE Transactions on Control Systems Technology, 1-16.
- . Autonomous Robots, 44(1), 93-114.
- . IFAC-PapersOnLine, 53(2), 1517-1524.
- . IFAC-PapersOnLine, 53(2), 3488-3495.
- . IEEE Transactions on Smart Grid.
- . IEEE Transactions on Smart Grid, 10(4), 4057-4067.
- . IEEE Transactions on Information Theory, 64(7), 5326-5358.
- . IEEE Transactions on Communications, 66(2), 615-628.
- . IEEE Sensors Journal, 17(10), 3152-3164.
- . IEEE Transactions on Smart Grid, 7(4), 2007-2015.
- . IEEE Transactions on Neural Networks and Learning Systems, 27(8), 1773-1786.
- . IEEE Transactions on Wireless Communications, 13(2), 846-860.
- . IEEE Transactions on Information Theory, 59(7), 4139-4170.
- . IEEE Journal on Selected Areas in Communications, 31(7), 1306-1318.
- . IEEE Transactions on Communications, 61(8), 3438-3447.
- SPADEH: A Sparsity Based Denoising Method of Digital Holograms without Knowing the Noise Statistics. Optics Express, 20(15), 17250-17257.
- Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform. IEEE Transactions on Communications, 58(7), 1984-1992.
- . IET Smart Grid.
- The Worst-Case Data-Generating Probability Measure in Statistical Learning. Special Issue: Information-Theoretic Methods for Trustworthy and Reliable Machine Learning paper in the IEEE Journal on Selected Areas in Information Theory.
- Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation. IEEE Transactions on Smart Grid.
- Stealth Data Injection Attacks with Sparsity Constraints. IEEE Transactions on Smart Grid.
- Data-Driven Modeling and Monitoring of Fuel Cell Performance. International Journal of Hydrogen Energy..
- Optimal Control over Multiple Input Lossy Channels.
Conference proceedings papers
- . 2024 IEEE International Symposium on Information Theory (ISIT) (pp 759-764), 7 July 2024 - 12 July 2024.
- . 2024 UKACC 14th International Conference on Control (CONTROL), 10 April 2024 - 12 April 2024.
- . IFAC-PapersOnLine, Vol. 56(2) (pp 3818-3823). Yokohama, Japan, 9 July 2023 - 9 July 2023.
- . 2023 IEEE International Symposium on Information Theory (ISIT), 25 June 2023 - 30 June 2023.
- . 2023 IEEE International Symposium on Information Theory (ISIT), 25 June 2023 - 30 June 2023.
- . 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 13 September 2022 - 16 September 2022.
- . 2022 IEEE International Symposium on Information Theory (ISIT), 26 June 2022 - 1 July 2022.
- . 2021 IEEE International Conference on Image Processing (ICIP), 19 September 2021 - 22 September 2021.
- . 2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA), 15 September 2021 - 17 September 2021.
- . 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 11 November 2020 - 13 November 2020.
- . 2019 IEEE International Symposium on Information Theory (ISIT) (pp 2154-2158). Paris, France, 7 July 2019 - 12 July 2019.
- . 2019 IEEE Data Science Workshop (DSW), 2 June 2019 - 5 June 2019.
- . ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12 May 2019 - 17 May 2019.
- . Proceedings of 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm) (pp 277-282). Dresden, Germany, 23 October 2017 - 27 October 2017.
- . Proceedings of 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm) (pp 455-460). Dresden, Germany, 23 October 2017 - 27 October 2017.
- . 2016 IEEE Statistical Signal Processing Workshop (SSP), 26 June 2016 - 29 June 2016.
- . IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, Vol. 2016-August
- . 2016 UKACC 11th International Conference on Control (CONTROL), 31 August 2016 - 2 September 2016.
- . 2016 IEEE Information Theory Workshop (ITW), 11 September 2016 - 14 September 2016.
- (pp 471-483)
- . 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 6 October 2015 - 8 October 2015.
- . 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 6 October 2015 - 8 October 2015.
- . 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 3 December 2014 - 5 December 2014.
- Simultaneous Information and Power Transfer in Wireless Cooperative Networks. 8th International Conference on Communications and Networking in China. Guilin, China, 14 August 2013 - 16 February 2014.
- A Statistical Physics Approach to the Wiretap Channel. IEEE international Symposium on Information Theory. Istanbul, Turkey
- . Optical Modelling and Design II
- . IEEE International Symposium on Information Theory - Proceedings (pp 716-720)
- . 2012 IEEE 3rd International Conference on Smart Grid Communications, SmartGridComm 2012 (pp 312-317)
- . IEEE International Conference on Communications (pp 2521-2525)
- . 2012 IEEE 3rd International Conference on Smart Grid Communications, SmartGridComm 2012 (pp 306-311)
- Universal Denoising of Digital Holograms Using Compressed Sensing. EOS Topical Meeting on Optical Microsystems. Capri, Italy
- Orthogonal Matching Pursuit Based Recovery for Correlated Sources with Partially Disjoint Supports. Conference on Information Sciences and Systems. Princeton, NJ
- Distributed analog coding of correlated Gaussian sources. Allerton Conference on Communication, Control, and Computing. Monticello, IL
- Linear Analog Coding of General Multivariate Gaussian Sources. IEEE Information Theory Workshop. Taormina, Italy
- Distributed Analog Linear Coding of Correlated Gaussian Sources over Multiple Access Channels. IEEE International Symposium on Wireless Communications. Siena, Italy
- Analysis and Optimization of Distributed Linear Coding of Gaussian Sources. Conference on Information Sciences and Systems. Baltimore, MD
- MMSE Estimation of Distributely Coded Correlated Gaussian Sources Using Random Projections. IEEE Global Communications Conference. New Orleans, LA
- Distributed Compression of Correlated Signals Using Random Projections. Data Compression Conference. Snowbird, UT
- Distributed Compression of Correlated Real Sequences Using Random Projections. IEEE Information Theory Workshop. Porto, Portugal
- Exploiting Prior Knowledge in the Recovery of Signals from Noisy Random Projections. Data Compression Conference. Snowbird, UT
- Exploiting Prior Knowledge in the Recovery of Non-Sparse Signals from Noisy Random Projections. Conference on Information Sciences and Systems. Baltimore, MD
- Source Controlled Coding of Sources with Memory Using the Burrows Wheeler Transform. International Symposium on Turbo Codes. Munich, Germany
- Source controlled turbo coding of sources with Memory using the burrows wheeler transform. TURBO - CODING 2006 - 4th International Symposium on Turbo Codes and Related Topics and 6th International ITG-Conference on Source and Channel Coding
- Compresión de Fuentes con Memoria mediante Códigos LDPC y la Transformada de Burrows-Wheeler. Simposium Nacional de la Unión CientÃfica Internacional de Radio. Gandia, Spain
- Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability. Proceedings of the AAAI conference on artificial intelligence
Patents
- Method Apparatus for Low Complexity Robust Reconstruction of Noisy Signals. (United States). Appl. 21 Mar 2013.
Reports
- Compressed Sensing Estimation of SCM Urban Channels
- Robust Reconstruction of Correlated Sparse Signals from Few Noisy Observations: Information Theoretic Bounds
- Channel State Information Acquisition in Wireless Systems Using Distributed Compressed Sensing
- . IEEE Transactions on Information Theory, 1-1.
- Grants
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Research Grants
- Sustainable advanced manufacturing via machine learning-assisted exploitation of sensing and data infrastructure, RCUK, 01/09/2022 - 31/03/2023, £58,153, as PI
- Teaching activities
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- ACS232 Signals, Systems, and Communications
- ACS6106 Cybersecurity for control systems
- Professional activities and memberships
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Patents
Tulino AM & Esnaola I (2013) Method Apparatus for Low Complexity Robust Reconstruction of Noisy Signals. (United States). Appl. 21 Mar 2013
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